Catalog coverage · beginningboutique
Catalog coverage · beginningboutique.com
Search products from beginningboutique.com and retrieve product details as JSON through StoreRouter’s API. Access prices, images, descriptions, and available variant data, plus enriched attributes for filtering.
Snapshot from . Counts are approximate and refresh about daily.
Developer quickstart
export OCTOGEN_PLATFORM_API_KEY="your-api-key". Requests use Authorization: Bearer; the SDKs read this variable automatically. Keep the key on your server.curl -sS https://api.storerouter.ai/v1/products/search \ -H "Authorization: Bearer $OCTOGEN_PLATFORM_API_KEY" \ -H "Content-Type: application/json" \ -d '{ "catalogs": ["beginningboutique"], "q": "dresses", "limit": 5 }'# Requires Python 3.11+ and uv; install from the public SDK repository:
# git clone https://github.com/octogen-ai/octogen-dev.git
# cd octogen-dev
# uv sync --project sdks/python
# Save this sample as search.py here, then run:
# uv run --project sdks/python python search.py
import asyncio
from octogen_ai_sdk import OctogenClient
async def main() -> None:
async with OctogenClient(base_url="https://api.storerouter.ai/v1") as client:
page = await client.search_products(
catalogs=["beginningboutique"],
q="dresses",
limit=5,
)
for product in page.items:
print(product.title, product.current_price, product.product_url)
asyncio.run(main())// Node.js 20+; install: npm install @octogen-ai/sdk
// Save this sample as search.mjs, then run: node search.mjs
import { OctogenClient } from "@octogen-ai/sdk";
const client = new OctogenClient({ baseUrl: "https://api.storerouter.ai/v1" });
const page = await client.searchProducts({
catalogs: ["beginningboutique"],
q: "dresses",
limit: 5,
});
for (const product of page.items) {
console.log(product.title, product.currentPrice, product.productUrl);
}Indexed snapshot from this search, verified by URL lookup. Selected fields only; prices and availability may have changed since retrieval.
BB Exclusive
BB Exclusive
BB Exclusive
Search finds indexed products by query and filters within this retailer’s catalog.Product URL lookup retrieves one product: index_only uses the index and returns 404 on a miss; auto checks the index before resolving a miss on demand. For a fresh page read where supported, use resolutionMode: "on_demand_only" with onDemandCachePolicy: "refresh". On-demand results may be partial and do not guarantee live price or availability.
Example product response
Inspect a product from the search example above, then retrieve its details through the API.
Indexed response retrieved . Price and availability reflect this response and may change.
BB Exclusive
$89.99In stock
Sizes: US 6, US 8, US 10, US 12, US 14, US 16, US 18, US 0, US 2, US 4
Light Blue Sequin Mini Dress How to Style: Make a sparkling entrance in the Penny Lane Light Blue Sequin Mini Dress! Designed in non stretch chiffon, this dress dazzles with its intricate sequin detailing, catching the light with every movement. The adjustable tie shoulders and bust cup detailing create a flattering, feminine silhouette, while the invisible side seam zipper ensures a sleek, seamless look. Pair this mini dress with heels and silver jewellery for your next night out! Features: Non-stretch chiffon fabric Fully lined Adjustable tie shoulders Invisible side seam zipper Bust cup detailing Glitter may fall off over time Perfect for parties, homecoming, date nights, and cocktail events!
Source product pageProduct content returned by the lookup API, ready for a product page.
JSON response excerpt
{
"source": "indexed",
"catalogKey": "beginningboutique",
"product": {
"title": "Penny Lane Light Sequin Mini Dress",
"brand": {
"name": "BB Exclusive"
},
"productUrl": "https://www.beginningboutique.com/products/penny-lane-light-blue-sequin-mini-dress",
"currentPrice": 89.99,
"currency": "USD",
"inStock": true,
"description": "Light Blue Sequin Mini Dress How to Style: Make a sparkling entrance in the Penny Lane Light Blue Sequin Mini Dress! Designed in non stretch chiffon, this dress dazzles with its intricate sequin detailing, catching the light with every movement. The adjustable tie shoulders and bust cup detailing create a flattering, feminine silhouette, while the invisible side seam zipper ensures a sleek, seamless look. Pair this mini dress with heels and silver jewellery for your next night out! Features: Non-stretch chiffon fabric Fully lined Adjustable tie shoulders Invisible side seam zipper Bust cup detailing Glitter may fall off over time Perfect for parties, homecoming, date nights, and cocktail events!",
"primaryImage": {
"url": "https://www.beginningboutique.com/cdn/shop/files/Reshoot-PennyLaneLightBlueSequinMiniDress_4000x.progressive.jpg?v=1741328203",
"cdnUrl": "https://cdn.octogen.ai/01b44ee68946b73efd26425c67ddac58/bc5db400b0139f53ceedc41c03f3ffc5.webp?request_id=0673be8f-0681-44ae-98fb-bbb2cea91f3b",
"width": 750,
"height": 1164,
"sizeBytes": 154964,
"mimeType": "image/webp"
},
"details": {
"materials": [
"Main: 100% Polyester",
"Lining: 95% Polyester 5% Spandex"
],
"fit": [
"TRUE TO SIZE"
],
"dimensions": null,
"patterns": []
}
}
}StoreRouter classification and attributes. Use attribute_handles as search facet values.
JSON response excerpt
{
"source": "indexed",
"catalogKey": "beginningboutique",
"product": {
"enrichment": {
"type": "mini dress",
"category_path": [
"Apparel & Accessories",
"Clothing",
"Dresses"
],
"styles": [
"glamorous",
"partywear",
"feminine"
],
"attributes": {
"Fabric": [
"Chiffon",
"Elastane (Spandex / Lycra)",
"Polyester"
],
"Pattern": [
"Solid",
"Texture"
],
"Neckline": [
"Spaghetti Strap",
"Sweetheart"
],
"Size Type": [
"Regular"
],
"Dress style": [
"Bodycon",
"Bustier / Corset"
],
"Graphic Type": [
"Solid / No Print"
],
"Dress occasion": [
"Cocktail",
"Evening"
],
"Embellishments": [
"Sequins"
],
"Sleeve length type": [
"Sleeveless"
],
"Skirt/Dress length type": [
"Mini"
]
},
"attribute_handles": {
"fabric": [
"fabric__chiffon",
"fabric__elastane",
"fabric__polyester"
],
"pattern": [
"pattern__solid",
"pattern__texture"
],
"neckline": [
"neckline__spaghetti_strap",
"neckline__sweetheart"
],
"size_group": [
"size_group__regular"
],
"dress_style": [
"dress_style__bodycon",
"dress_style__bustier_corset"
],
"graphic_type": [
"graphic_type__solid_no_print"
],
"embellishments": [
"embellishments__sequins"
],
"sleeve_length_type": [
"sleeve_length_type__sleeveless"
],
"occasion_style_dresses": [
"occasion_style_dresses__cocktail",
"occasion_style_dresses__evening"
],
"skirt_dress_length_type": [
"skirt_dress_length_type__mini"
]
}
}
}
}curl -sS https://api.storerouter.ai/v1/products/lookup \
-H "Authorization: Bearer $OCTOGEN_PLATFORM_API_KEY" \
-H "Content-Type: application/json" \
-d '{
"url": "https://www.beginningboutique.com/products/penny-lane-light-blue-sequin-mini-dress",
"resolutionMode": "index_only"
}'Selected response fields are shown. API documentation
Catalog
Attributes
Each attribute below is a search facet: the bar shows the share of Beginning Boutique products that have it, and each value shows the share tagged with that value. A product can have several values, so these can add up to more than 100%.
Gender
gender
Pattern
pattern
Product color
color
Color family
color_family
Fabric
fabric
Sleeve length type
sleeve_length_type
Neckline
neckline
Skirt/Dress length type
skirt_dress_length_type
Graphic Type
graphic_type
Dress occasion
occasion_style_dresses
Dress style
dress_style
Construction Detail
construction_detail
Embellishments
embellishments
Front Closure
front_closure_type
Opacity
opacity_level
Surface Finish
surface_finish
| Field | Facet name | Source | Coverage | Values |
|---|---|---|---|---|
| Activewear | is_activewear | Merchant data | 100% | 2 |
| Product color | color | Merchant data | 99% | 34 |
| Color family | color_family | Merchant data | 99% | 12 |
| Age Group | age_groups | StoreRouter enrichment | 100% | 1 |
| Category at depth 0 | category_path.depth_0 | StoreRouter enrichment | 100% | 2 |
| Category at depth 1 | category_path.depth_1 | StoreRouter enrichment | 100% | 7 |
| Category at depth 2 | category_path.depth_2 | StoreRouter enrichment | 100% | 39 |
| Gender | gender | StoreRouter enrichment | 100% | 3 |
| Pattern | pattern | StoreRouter enrichment | 100% | 45 |
| Fabric | fabric | StoreRouter enrichment | 91% | 33 |
| Sleeve length type | sleeve_length_type | StoreRouter enrichment | 75% | 4 |
| Neckline | neckline | StoreRouter enrichment | 72% | 25 |
| Skirt/Dress length type | skirt_dress_length_type | StoreRouter enrichment | 61% | 3 |
| Graphic Type | graphic_type | StoreRouter enrichment | 55% | 8 |
| Dress occasion | occasion_style_dresses | StoreRouter enrichment | 49% | 5 |
| Dress style | dress_style | StoreRouter enrichment | 47% | 24 |
| General Clothing Features | general_clothing_features | StoreRouter enrichment | 38% | 2 |
| Category at depth 3 | category_path.depth_3 | StoreRouter enrichment | 34% | 53 |
| Construction Detail | construction_detail | StoreRouter enrichment | 26% | 7 |
| Embellishments | embellishments | StoreRouter enrichment | 20% | 11 |
| Category at depth 4 | category_path.depth_4 | StoreRouter enrichment | 20% | 33 |
| Front Closure | front_closure_type | StoreRouter enrichment | 20% | 7 |
| Opacity | opacity_level | StoreRouter enrichment | 17% | 3 |
| Surface Finish | surface_finish | StoreRouter enrichment | 16% | 3 |
| Front Closure Length | front_closure_length | StoreRouter enrichment | 15% | 4 |
| Fit (Tops) | fit_top | StoreRouter enrichment | 13% | 7 |
| Size Type | size_group | StoreRouter enrichment | 12% | 2 |
| Top length type | top_length_type | StoreRouter enrichment | 11% | 4 |
| Season | season | StoreRouter enrichment | 11% | 4 |
| Collar Style | collar_style | StoreRouter enrichment | 11% | 11 |
| Sleeve Style | sleeve_style | StoreRouter enrichment | 7% | 10 |
| Fabric Weight | fabric_weight | StoreRouter enrichment | 5% | 4 |
| Fit | fit_bottoms | StoreRouter enrichment | 5% | 8 |
| Openwork Detail | openwork_detail | StoreRouter enrichment | 5% | 5 |
| Leg Shape | pants_leg_shape | StoreRouter enrichment | 5% | 6 |
| Slit Style | slit_style | StoreRouter enrichment | 5% | 4 |
| Denim Wash | denim_wash | StoreRouter enrichment | 4% | 7 |
| Waist rise | waist_rise | StoreRouter enrichment | 4% | 3 |
| Denim Fabric | denim_fabric | StoreRouter enrichment | 4% | 3 |
| Denim Finish Effects | denim_wash_effects | StoreRouter enrichment | 4% | 5 |
| Sustainability Features | sustainability_features | StoreRouter enrichment | 3% | 3 |
| Skirt style | skirt_style | StoreRouter enrichment | 3% | 11 |
| Knit Style | knit_style | StoreRouter enrichment | 3% | 7 |
| Bottoms Closure | bottoms_closure | StoreRouter enrichment | 3% | 6 |
| Denim Hem Style | denim_hem_style | StoreRouter enrichment | 3% | 3 |
| Occasion | occasion_general | StoreRouter enrichment | 3% | 4 |
| Care instructions | care_instructions | StoreRouter enrichment | 3% | 3 |
| Outerwear Length | outerwear_length_type | StoreRouter enrichment | 2% | 4 |
| Pants length type | pants_length_type | StoreRouter enrichment | 2% | 5 |
| Front Opening | placket_type | StoreRouter enrichment | 2% | 4 |
| Toe Shape | toe_style | StoreRouter enrichment | 2% | 5 |
| Lining Material | lining_material_outerwear | StoreRouter enrichment | 2% | 6 |
| Closure type | shoe_closure_type | StoreRouter enrichment | 2% | 7 |
| Heel height | shoe_heel_height | StoreRouter enrichment | 2% | 4 |
| Jewelry material | jewelry_material | StoreRouter enrichment | 2% | 15 |
| Insulation Level | insulation_level | StoreRouter enrichment | 2% | 3 |
| Occasion style | occasion_style_shoes | StoreRouter enrichment | 2% | 2 |
| Stretch Level | stretch_level | StoreRouter enrichment | 2% | 2 |
| Swimwear Features | swimwear_unique_features | StoreRouter enrichment | 1% | 2 |
| Footwear material | footwear_material | StoreRouter enrichment | 1% | 12 |
| Sandal style | sandal_style | StoreRouter enrichment | 1% | 7 |
| Swim bottom coverage style | swim_bottom_coverage_style | StoreRouter enrichment | 1% | 4 |
| Swim top coverage style | swim_top_coverage_style | StoreRouter enrichment | 1% | 4 |
| Shoe Type (Silhouette/Style) | heel_shoe_style_type | StoreRouter enrichment | 1% | 4 |
| Heel Type (Shape / Construction) | shoe_heel_type | StoreRouter enrichment | 1% | 5 |
| Jewelry type | jewelry_type | StoreRouter enrichment | <1% | 2 |
| Material | material | StoreRouter enrichment | <1% | 11 |
| Shorts Fit | shorts_fit | StoreRouter enrichment | <1% | 5 |
| Carry options | carry_options | StoreRouter enrichment | <1% | 3 |
| One-piece style | one_piece_style | StoreRouter enrichment | <1% | 1 |
| Earring design | earring_design | StoreRouter enrichment | <1% | 5 |
| Bag/Case material | bag_case_material | StoreRouter enrichment | <1% | 8 |
| Bag closure type | bag_closure_type | StoreRouter enrichment | <1% | 4 |
| Bag Shape | bag_shape | StoreRouter enrichment | <1% | 2 |
| Eyewear frame color | eyewear_frame_color | StoreRouter enrichment | <1% | 4 |
| Eyewear frame design | eyewear_frame_design | StoreRouter enrichment | <1% | 6 |
| Temple color | temple_color | StoreRouter enrichment | <1% | 4 |
| Bracelet design | bracelet_design | StoreRouter enrichment | <1% | 6 |
| Category at depth 5 | category_path.depth_5 | StoreRouter enrichment | <1% | 2 |
| Eyewear frame pattern | eyewear_frame_pattern | StoreRouter enrichment | <1% | 1 |
| Hardware finish | hardware_finish | StoreRouter enrichment | <1% | 2 |
| Lens color | lens_color | StoreRouter enrichment | <1% | 3 |
| Lens pattern | lens_pattern | StoreRouter enrichment | <1% | 1 |
| Necklace design | necklace_design | StoreRouter enrichment | <1% | 6 |
| Outerwear Features | outerwear_unique_features | StoreRouter enrichment | <1% | 4 |
| Shoulder Bag Style Type | shoulder_bag_style_type | StoreRouter enrichment | <1% | 4 |
| Temple pattern | temple_pattern | StoreRouter enrichment | <1% | 1 |
| Boot style | boot_style | StoreRouter enrichment | <1% | 2 |
| Pants Leg Length | pants_leg_length | StoreRouter enrichment | <1% | 2 |
| Shaft Design | shaft_design | StoreRouter enrichment | <1% | 3 |
| Boot Shaft Height | boot_shaft_height | StoreRouter enrichment | <1% | 2 |
| Bra features | bra_features | StoreRouter enrichment | <1% | 2 |
| Shoe Type (Silhouette / Style) | flat_shoe_style_type | StoreRouter enrichment | <1% | 3 |
| Sole Type | shoe_sole_type | StoreRouter enrichment | <1% | 3 |
| Top Hem Shape | top_hem_shape | StoreRouter enrichment | <1% | 1 |
| Activewear Features | activewear_unique_features | StoreRouter enrichment | <1% | 1 |
| Bag/Case storage features | bag_case_storage_features | StoreRouter enrichment | <1% | 3 |
| Bag Size | bag_size | StoreRouter enrichment | <1% | 3 |
| Bra strap type | bra_strap_type | StoreRouter enrichment | <1% | 1 |
| Closure Type | closure_type_belts | StoreRouter enrichment | <1% | 3 |
| Cosmetic function | cosmetic_function | StoreRouter enrichment | <1% | 2 |
| Eyewear Frame Material | eyewear_frame_material | StoreRouter enrichment | <1% | 2 |
| Headwear features | headwear_features | StoreRouter enrichment | <1% | 2 |
| Makeup features | makeup_features | StoreRouter enrichment | <1% | 3 |
| Performance Features | performance_features | StoreRouter enrichment | <1% | 1 |
| Product form | product_form | StoreRouter enrichment | <1% | 2 |
| Ring design | ring_design | StoreRouter enrichment | <1% | 2 |
| Scarf/Shawl style | scarf_shawl_style | StoreRouter enrichment | <1% | 2 |
| Tote handle type | tote_handle_type | StoreRouter enrichment | <1% | 1 |
| Activity Type | activity_type | StoreRouter enrichment | 0% | 1 |
| Backpack Style | backpack_style | StoreRouter enrichment | 0% | 1 |
| Band color | band_color | StoreRouter enrichment | 0% | 1 |
| Band pattern | band_pattern | StoreRouter enrichment | 0% | 1 |
| Case color | case_color | StoreRouter enrichment | 0% | 1 |
| Case pattern | case_pattern | StoreRouter enrichment | 0% | 1 |
| Constitutive ingredients | constitutive_ingredients | StoreRouter enrichment | 0% | 2 |
| Cosmetic finish | cosmetic_finish | StoreRouter enrichment | 0% | 1 |
| Dial color | dial_color | StoreRouter enrichment | 0% | 1 |
| Dial pattern | dial_pattern | StoreRouter enrichment | 0% | 1 |
| Shoe Type (Silhouette/Style) | dress_shoe_style_type | StoreRouter enrichment | 0% | 1 |
| Lip gloss effect | lip_gloss_effect | StoreRouter enrichment | 0% | 1 |
| Package type | package_type | StoreRouter enrichment | 0% | 1 |
| Shoe features | shoe_features | StoreRouter enrichment | 0% | 1 |
| Slipper style | slipper_style | StoreRouter enrichment | 0% | 1 |
| Shoe Type (Silhouette/Style) | sneaker_shoe_style_type | StoreRouter enrichment | 0% | 1 |
| Sneaker style | sneaker_style | StoreRouter enrichment | 0% | 1 |
| Underwear coverage style | underwear_coverage_style | StoreRouter enrichment | 0% | 1 |
| Wallet features | wallet_features | StoreRouter enrichment | 0% | 1 |
| Watch case shape | watch_case_shape | StoreRouter enrichment | 0% | 1 |
| Watch display | watch_display | StoreRouter enrichment | 0% | 1 |
| Watch material | watch_material | StoreRouter enrichment | 0% | 1 |
| Canonical brand name | brand_name | Brand | 100% | 11 |
Data
For agents
Every facet name and value on this page, ready for an agent or a script.
Are you an AI agent? Fetch https://storerouter.ai/llms.txt to learn how to get product data from StoreRouter, and how to make a storefront's products readable by agents.
One API key gives your agent search, product lookup, and similar-item results across every store StoreRouter indexes.
Get an API key